{"id":"W7034543737","doi":"","title":"Utilisation de l’intelligence artificielle pour identifier les marqueurs de la démence dans le trouble comportemental en sommeil paradoxal","year":2023,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Language Acquisition and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health; Canada Research Chairs","keywords":"Validation test; Psychiatric comorbidity; Psychomotor disorder","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008930191,0.000442293,0.000341199,0.0003509435,0.005163586,0.0001452551,0.0005266708,0.0007123349,0.0007277907],"category_scores_gemma":[0.00009328742,0.0005704672,0.0003136171,0.0004065606,0.0004404451,0.0003557212,0.0001017627,0.0006114547,0.0005179633],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006259587,"about_ca_system_score_gemma":0.002433538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1547859,"about_ca_topic_score_gemma":0.005470647,"domain_scores_codex":[0.9965388,0.0009532953,0.0005910878,0.0007520419,0.0005104663,0.0006543158],"domain_scores_gemma":[0.998118,0.000434823,0.000475465,0.000446363,0.0001820072,0.0003433667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001383728,0.00293497,0.08791439,0.0003984797,0.0008136516,0.004184687,0.6224677,0.01368095,0.1595196,0.08324345,0.008178014,0.01528035],"study_design_scores_gemma":[0.001220125,0.00008339986,0.261861,0.0002740161,0.000369728,0.001271248,0.6774341,0.008157978,0.03714296,0.00158158,0.009909433,0.0006943872],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521014,0.003384427,0.008267593,0.001041514,0.002336238,0.0004262843,0.00008230282,0.0001880633,0.03217217],"genre_scores_gemma":[0.8460895,0.0003065553,0.0006228269,0.000158544,0.000311641,0.00006895175,0.001243173,0.00005087554,0.151148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1739466,"threshold_uncertainty_score":0.9996747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323263677933123,"score_gpt":0.2545368450412837,"score_spread":0.2413042082619525,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}